| Literature DB >> 33935859 |
Hailong Luo1, Huiqi Yao2, Yuandi Xi3, Zhun Zhang1, Jia Li4, Jie Li5, Xuewen Wang6, Zhixiong Zhong7, Yan Lv8.
Abstract
Background: With the outbreak of the coronavirus disease 2019 (COVID-19) epidemic in China, the general public but also medical staff were confronted with psychological challenges, suffering from the highly infectious and unknown characteristics of COVID-19. In this study, we surveyed psychological symptoms including anxiety, depression, and sleep disorders in medical staff. Method: A questionnaire star/WeChat link-based survey assessing the Generalized Anxiety Disorder 7-item scale, Patient Health Questionnaire-9 depression, the Insomnia Severity Index, Social Support scales in addition to lifestyle, and income level was conducted and included 8,288 medical staff from 24 provinces in China. Pearson Chi-square and Mann-Whitney U-tests were used to evaluate single risk factors and significant differences in psychological symptoms before and during the outbreak of COVID-19. Binary logistic regression analyses were conducted for the risk factors of anxiety, depression, and sleep disorder symptoms.Entities:
Keywords: COVID-19; medical staff; protective elements; psychological symptoms; social support
Year: 2021 PMID: 33935859 PMCID: PMC8086510 DOI: 10.3389/fpsyg.2021.603553
Source DB: PubMed Journal: Front Psychol ISSN: 1664-1078
Figure 1Cohort diagram.
Demographic characteristics of the participants.
| Male | 2,037 | 29% |
| Female | 5,034 | 71% |
| ≤ 20 | 126 | 2% |
| 21–30 | 3,021 | 43% |
| 31–40 | 1,908 | 27% |
| 41–50 | 1,711 | 24% |
| 51–60 | 284 | 4% |
| >60 | 21 | 0% |
| Doctor | 3,693 | 52% |
| Nurse | 3,378 | 48% |
| First line | 2,549 | 36% |
| Second line | 4,522 | 64% |
| <50,000 | 3,127 | 44% |
| 50,000–100,000 | 3,288 | 46% |
| 110,000–150,000 | 460 | 7% |
| 160,000–200,000 | 113 | 2% |
| 210,000–300,000 | 55 | 1% |
| 310,000–400,000 | 16 | 0% |
| >400,000 | 12 | 0% |
| Never exercise | 963 | 14% |
| Irregular physical activity | 4,080 | 58% |
| Get more than 20 min of exercise twice a week | 823 | 12% |
| Get more than 20 min of exercise 3–4 times a week | 680 | 10% |
| Get more than 20 min of exercise over 5 times a week | 525 | 7% |
| Smoking | 606 | 9% |
| No-smoking | 6,465 | 91% |
| Alcohol | 311 | 4% |
| No-alcohol | 6,760 | 96% |
| Unmarried | 1,852 | 26% |
| Married | 5,069 | 72% |
| Divorced | 134 | 2% |
| Death of a spouse | 11 | 0% |
| Cohabitation | 5 | 0% |
Figure 2Psychological symptom percentage and anxiety incidence distribution.
Figure 3Anxiety, depression, and sleep disorders incidence before and during COVID-19 outbreak.
Variables of psychological symptoms of Chinese medical staff during COVID-19.
| 9.656 | 5.481 | 2.279 | 0.131 | |||||||||
| Male | 1368(19.3) | 669(9.5) | 1327(18.8) | 710(10.0) | 1348(19.1) | 689(9.7) | ||||||
| Female | 3236(45.8) | 1798(25.4) | ||||||||||
| Age (years) | 12.765 | 69.373 | 9.516 | 0.090 | ||||||||
| ≤ 20 | 80(1.1)a | 46(0.7)a | 71(1.0)a | 55(0.8)a | 79(1.1)a | 47(0.7)a | ||||||
| 21–30 | 1967(27.8)a | 1054(14.9)a | 1822(25.8)a | 1199(17.0)b | 1975(27.9)a | 1046(14.8)a | ||||||
| 31–40 | 1184(16.7)a | 724(10.2)b | 1150(16.3)a | 758(10.7)b | 1197(16.9)a | 711(10.1)b | ||||||
| 41–50 | 1102(15.6)a | 609(8.6)a | 1182(16.7)a | 529(7.5)b | 1119(15.8)a | 592(8.4)a | ||||||
| 51–60 | 203(2.9)a | 81(1.1)b | 213(3.0)a | 71(1.0)b | 197(2.8)a | 87(1.2)a | ||||||
| >60 | 16(0.2)a | 5(0.1)a | 19(0.3)a | 2(0.0)b | 17(0.2)a | 4(0.1)a | ||||||
| 14.505 | 5.657 | 10.469 | ||||||||||
| Doctor | 2454(34.7)a | 1239(17.5)b | 2376(33.6)a | 1317(18.6)b | 2459(34.8)a | 1234(17.5)b | ||||||
| Nurse | 2098(29.7)a | 1280(18.1)b | 2081(29.4)a | 1297(18.3)b | 2125(30.1)a | 1253(17.7)b | ||||||
| 24.108 | 38.346 | 56.154 | ||||||||||
| First-line | 1546(21.9)a | 1003(14.2)b | 1486(21.0)a | 1063(15.0)b | 1508(21.3)a | 1041(14.7)b | ||||||
| Second-line | 3006(42.5)a | 1516(21.4)b | 2971(42.0)a | 1551(21.9)b | 3076(43.5)a | 1446(20.4)b | ||||||
| 33.686 | 16.782 | 16.632 | ||||||||||
| <50,000 | 2081(29.4)a | 1046(14.8)b | 1988(28.1)a | 1139(16.1)a | 2052(29.0)a | 1075(15.2)a | ||||||
| 50,000–100,000 | 2101(29.7)a | 1187(16.8)a | 2102(29.7)a | 1186(16.8)a | 2151(30.4)a | 1137(16.1)a | ||||||
| 110,000–150,000 | 247(3.5)a | 213(3.0)b | 253(3.6)a | 207(2.9)b | 261(3.7)a | 199(2.8)b | ||||||
| 160,000–200,000 | 65(0.9)a | 48(0.7)a | 67(0.9)a | 46(0.7)a | 67(0.9)a | 46(0.7)a | ||||||
| 210,000–300,000 | 40(0.6)a | 15(0.2)a | 32(0.5)a | 23(0.3)a | 36(0.5)a | 19(0.3)a | ||||||
| 310,000–400,000 | 10(0.1)a | 6(0.1)a | 8(0.1)a | 8(0.1)a | 9(0.1)a | 7(0.1)a | ||||||
| >400,000 | 8(0.1)a | 4(0.1)a | 7(0.1)a | 5(0.1)a | 8(0.1)a | 4(0.1)a | ||||||
| 123.199 | 203.062 | 103.871 | ||||||||||
| Never exercise | 501(7.1)a | 462(6.5)b | 454(6.4)a | 509(7.2)b | 513(7.3)a | 450(6.4)b | ||||||
| Irregular physical activity | 2591(36.6)a | 1489(21.1)a | 2521(35.7)a | 1559(22.0)b | 2617(37.0)a | 1463(20.7)a | ||||||
| Get more than 20 min of exercise twice a week | 578(8.2)a | 245(3.5)b | 576(8.1)a | 247(3.5)b | 574(8.1)a | 249(3.5)b | ||||||
| Get more than 20 min of exercise 3–4 times a week | 480(6.8)a | 200(2.8)b | 498(7.0)a | 182(2.6)b | 484(6.8)a | 196(2.8)b | ||||||
| Get more than 20 min of exercise over 5 times a week | 402(5.7)a | 123(1.7)b | 408(5.8)a | 117(1.7)b | 396(5.6)a | 129(1.8)b | ||||||
| 1.517 | 0.218 | 0.942 | 0.332 | 0.919 | ||||||||
| Smoking | 404(5.7) | 202(2.9) | 393(5.6) | 213(3.0) | 394(5.6) | 212(3.0) | ||||||
| No-smoking | 4148(58.7) | 2317(32.8) | 4064(57.5) | 2401(34.0) | 4190(59.3) | 2275(32.2) | ||||||
| Alcohol consumption | 0.398 | 0.528 | 2.451 | 0.117 | 2.735 | 0.098 | ||||||
| Alcohol | 195(2.8) | 116(1.6) | 183(2.6) | 128(1.8) | 188(2.7) | 123(1.7) | ||||||
| No-alcohol | 4357(61.6) | 2403(34.0) | 4274(60.4) | 2486(35.2) | 4396(62.2) | 2364(33.4) | ||||||
| 4.489 | 0.344 | 23.048 | 8.062 | 0.089 | ||||||||
| Unmarried | 1225(17.3)a | 627(8.9)a | 1084(15.3)a | 768(10.9)b | 1212(17.1)a | 640(9.1)a | ||||||
| Married | 3230(45.7)a | 1839(26.0)a | 3282(46.4)a | 1787(25.3)b | 3289(46.5)a | 1780(25.2)a | ||||||
| Divorced | 87(1.2)a | 47(0.7)a | 82(1.2)a | 52(0.7)a | 72(1.0)a | 62(0.9)b | ||||||
| Death of a spouse | 6(0.1)a | 5(0.1)a | 6(0.1)a | 5(0.1)a | 7(0.1)a | 4(0.1)a | ||||||
| Cohabitation | 4(0.1)a | 1(0.0)a | 3(0.0)a | 2(0.0)a | 4(0.1)a | 1(0.0)a | ||||||
| 42.85(8.85) | 38.50(8.80) | 4147966.000 | 43.56(8.59) | 37.45(8.57) | 3544877.500 | 0.000 | 43.05(8.77) | 38.07(8.74) | 3899575.500 | |||
| Objective support | 9.93(3.64) | 8.81(3.45) | 4734291.000 | 10.10(3.65) | 8.58(3.33) | 4446537.000 | 0.000 | 10.02(3.63) | 8.65(3.39) | 4491048.500 | ||
| Subjective support | 24.85(5.37) | 22.45(5.45) | 4246850.000 | 25.30(5.19) | 21.78(5.35) | 3631880.000 | 0.000 | 24.94(5.33) | 22.25(5.44) | 4047942.500 | ||
| Support utility | 8.06(2.08) | 7.24(1.91) | 4459075.000 | 8.17(2.07) | 7.09(1.86) | 4102739.000 | 0.000 | 8.09(2.08) | 7.17(1.89) | 4260975.000 | ||
If the superscript letters of the two groups are the same (both a or b), the difference between the two groups was not statistically significant. If the superscript letters are different between the two groups (a and b), the difference between the two groups was statistically significant. The colored parameter indicated statistically significant.
Binary logistic regression analysis of variables.
| Male | −0.18 | 0.835 | 0.062 | (0.687 | 0.938) | −0.165 | 0.848 | 0.113 | (0.667 | 0.917) | −0.107 | 0.899 | 0.227 | (0.756 | 1.069) |
| 0.031 | 0.152 | 0.045 | |||||||||||||
| <20 | 0.152 | 1.164 | 0.828 | (0.317 | 3.087) | 1.473 | 4.362 | 0.168 | (0.873 | 21.857) | 0.478 | 1.613 | 0.487 | (0.419 | 6.212) |
| 20–30 | −0.076 | 0.927 | 0.908 | (0.293 | 2.512) | 1.545 | 4.690 | 0.135 | (0.716 | 16.425) | 0.337 | 1.401 | 0.604 | (0.392 | 5.008) |
| 30–40 | 0.104 | 1.109 | 0.874 | (0.395 | 3.392) | 1.677 | 5.350 | 0.105 | (0.87 | 20.009) | 0.530 | 1.698 | 0.414 | (0.476 | 6.058) |
| 40–50 | 0.23 | 1.258 | 0.726 | (0.519 | 4.435) | 1.517 | 4.559 | 0.142 | (0.89 | 20.438) | 0.633 | 1.884 | 0.329 | (0.528 | 6.721) |
| 50–60 | −0.143 | 0.867 | 0.831 | (0.439 | 3.927) | 1.266 | 3.545 | 0.227 | (0.773 | 18.437) | 0.499 | 1.648 | 0.451 | (0.449 | 6.039) |
| 0.01 | 0.106 | 0.013 | |||||||||||||
| Unmarried | 0.797 | 2.219 | 0.611 | (0.237 | 2.199) | 0.009 | 1.009 | 0.996 | (0.147 | 1.485) | 0.555 | 1.741 | 0.678 | (0.127 | 23.819) |
| Married | 1.07 | 2.915 | 0.495 | (0.217 | 1.352) | 0.175 | 1.192 | 0.917 | (0.193 | 1.204) | 0.854 | 2.350 | 0.522 | (0.172 | 32.072) |
| Divorced | 0.461 | 1.585 | 0.771 | (0.287 | 1.754) | −0.456 | 0.634 | 0.789 | (0.269 | 1.645) | 0.967 | 2.629 | 0.474 | (0.187 | 36.97) |
| Death of a spouse | 0.628 | 1.873 | 0.729 | (0.334 | 2.03) | −0.027 | 0.973 | 0.989 | (0.34 | 2.065) | 0.120 | 1.128 | 0.938 | (0.054 | 23.767) |
| −0.099 | 0.905 | 0.213 | (0.713 | 0.929) | 0.078 | 1.081 | 0.370 | (0.835 | 1.093) | −0.076 | 0.927 | 0.299 | (0.802 | 1.07) | |
| 0.239 | 1.27 | 0.000 | (1.138 | 1.414) | 0.384 | 1.468 | 0.000 | (1.226 | 1.531) | 0.406 | 1.501 | 0.000 | (1.331 | 1.694) | |
| 0.000 | 0.020 | 0.335 | |||||||||||||
| <50,000 | −0.146 | 0.864 | 0.851 | (0.288 | 3.557) | −0.742 | 0.476 | 0.322 | (0.222 | 2.617) | 0.015 | 1.015 | 0.983 | (0.254 | 4.051) |
| 50,000–100,000 | 0.098 | 1.103 | 0.899 | (0.332 | 4.068) | −0.574 | 0.563 | 0.442 | (0.238 | 2.786) | 0.072 | 1.075 | 0.918 | (0.27 | 4.283) |
| 100,000–150,000 | 0.439 | 1.552 | 0.574 | (0.429 | 5.359) | −0.243 | 0.784 | 0.748 | (0.284 | 3.401) | 0.300 | 1.350 | 0.674 | (0.334 | 5.453) |
| 150,000–200,000 | 0.011 | 1.011 | 0.989 | (0.285 | 3.883) | −0.641 | 0.527 | 0.417 | (0.168 | 2.21) | −0.049 | 0.952 | 0.947 | (0.224 | 4.055) |
| 200,000–300,000 | −0.581 | 0.559 | 0.502 | (0.114 | 1.85) | −0.615 | 0.541 | 0.465 | (0.145 | 2.174) | −0.149 | 0.862 | 0.848 | (0.189 | 3.941) |
| 300,000–400,000 | −1.075 | 0.341 | 0.305 | (0.127 | 3.416) | 0.064 | 1.066 | 0.947 | (0.13 | 3.429) | −0.407 | 0.665 | 0.660 | (0.108 | 4.089) |
| −0.005 | 0.995 | 0.968 | (0.863 | 1.328) | 0.116 | 1.123 | 0.420 | (0.919 | 1.427) | 0.065 | 1.068 | 0.590 | (0.842 | 1.354) | |
| −0.06 | 0.942 | 0.724 | (0.909 | 1.545) | −0.065 | 0.937 | 0.727 | (1.09 | 1.869) | 0.106 | 1.111 | 0.482 | (0.828 | 1.493) | |
| 0.000 | 0.000 | 0.011 | |||||||||||||
| Never exercise | 0.716 | 2.045 | 0.000 | (1.59 | 2.66) | 0.683 | 1.979 | 0.000 | (1.584 | 2.694) | 0.443 | 1.557 | 0.002 | (1.175 | 2.065) |
| Irregular physical activity | 0.459 | 1.583 | 0.001 | (1.289 | 2.024) | 0.350 | 1.419 | 0.022 | (1.211 | 1.935) | 0.274 | 1.315 | 0.029 | (1.029 | 1.68) |
| Regular sports activities <20 min twice a week | 0.21 | 1.234 | 0.2 | (0.985 | 1.667) | 0.120 | 1.127 | 0.503 | (0.928 | 1.6) | 0.118 | 1.125 | 0.422 | (0.844 | 1.5) |
| Regular sports activities >20 min twice a week | 0.33 | 1.39 | 0.047 | (0.959 | 1.648) | 0.168 | 1.183 | 0.358 | (0.847 | 1.493) | 0.151 | 1.163 | 0.316 | (0.866 | 1.562) |
| Objective support | −0.014 | 0.986 | 0.2 | (0.952 | 0.986) | −0.031 | 0.969 | 0.007 | (0.948 | 0.982) | −0.039 | 0.962 | 0.000 | (0.944 | 0.981) |
| Subjective support | −0.043 | 0.958 | 0.000 | (0.932 | 0.953) | −0.057 | 0.945 | 0.000 | (0.905 | 0.927) | −0.054 | 0.947 | 0.000 | (0.935 | 0.96) |
| Support utility | −0.081 | 0.922 | 0.000 | (0.865 | 0.917) | −0.099 | 0.906 | 0.000 | (0.833 | 0.885) | −0.097 | 0.907 | 0.000 | (0.878 | 0.938) |
Figure 4Roadmap of risk factors and protective elements for psychological symptoms of medical staff during COVID-19 pandemic.